Overview

Brought to you by YData

Dataset statistics

Number of variables31
Number of observations27090
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.5 MiB
Average record size in memory405.5 B

Variable types

Numeric27
DateTime2
Categorical2

Alerts

AirQuality is highly overall correlated with LevelPM10 and 1 other fieldsHigh correlation
CloudLevel is highly overall correlated with WeatherTypeHigh correlation
CosineDay is highly overall correlated with LocalHourHigh correlation
CosineYear is highly overall correlated with DewPoint and 2 other fieldsHigh correlation
DewPoint is highly overall correlated with CosineYear and 2 other fieldsHigh correlation
Humidity is highly overall correlated with LevelO3 and 1 other fieldsHigh correlation
LevelCO is highly overall correlated with CosineYear and 3 other fieldsHigh correlation
LevelNO2 is highly overall correlated with LevelCO and 3 other fieldsHigh correlation
LevelO3 is highly overall correlated with Humidity and 1 other fieldsHigh correlation
LevelPM10 is highly overall correlated with AirQuality and 2 other fieldsHigh correlation
LevelPM2 is highly overall correlated with AirQuality and 1 other fieldsHigh correlation
LevelSO2 is highly overall correlated with LevelNO2High correlation
LocalHour is highly overall correlated with CosineDay and 1 other fieldsHigh correlation
SineDay is highly overall correlated with LocalHourHigh correlation
Temperature is highly overall correlated with CosineYear and 3 other fieldsHigh correlation
WeatherType is highly overall correlated with CloudLevelHigh correlation
WindAngle is highly overall correlated with WindSineHigh correlation
WindSine is highly overall correlated with WindAngleHigh correlation
AirQuality is highly imbalanced (52.1%)Imbalance
UtcTime is uniformly distributedUniform
UtcTime has unique valuesUnique
LocalHour has 1128 (4.2%) zerosZeros
SineDay has 2257 (8.3%) zerosZeros
CosineDay has 2258 (8.3%) zerosZeros
SineWeek has 323 (1.2%) zerosZeros
CosineWeek has 322 (1.2%) zerosZeros
CloudLevel has 2061 (7.6%) zerosZeros
LevelNO has 6556 (24.2%) zerosZeros

Reproduction

Analysis started2025-11-18 11:06:30.101238
Analysis finished2025-11-18 11:08:25.808579
Duration1 minute and 55.71 seconds
Software versionydata-profiling vv4.17.0
Download configurationconfig.json

Variables

UtcTime
Real number (ℝ)

Uniform  Unique 

Distinct27090
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6550262 × 109
Minimum1.606266 × 109
Maximum1.7037864 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:25.927624image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum1.606266 × 109
5-th percentile1.611142 × 109
Q11.6306461 × 109
median1.6550262 × 109
Q31.6794063 × 109
95-th percentile1.6989104 × 109
Maximum1.7037864 × 109
Range97520400
Interquartile range (IQR)48760200

Descriptive statistics

Standard deviation28153273
Coefficient of variation (CV)0.017010772
Kurtosis-1.2
Mean1.6550262 × 109
Median Absolute Deviation (MAD)24381000
Skewness-5.6846305 × 10-17
Sum4.483466 × 1013
Variance7.9260681 × 1014
MonotonicityStrictly increasing
2025-11-18T16:38:26.112598image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17037864001
 
< 0.1%
16062660001
 
< 0.1%
17037288001
 
< 0.1%
17037252001
 
< 0.1%
17037216001
 
< 0.1%
17037180001
 
< 0.1%
17037144001
 
< 0.1%
17037108001
 
< 0.1%
17037072001
 
< 0.1%
17037036001
 
< 0.1%
Other values (27080)27080
> 99.9%
ValueCountFrequency (%)
16062660001
< 0.1%
16062696001
< 0.1%
16062732001
< 0.1%
16062768001
< 0.1%
16062804001
< 0.1%
16062840001
< 0.1%
16062876001
< 0.1%
16062912001
< 0.1%
16062948001
< 0.1%
16062984001
< 0.1%
ValueCountFrequency (%)
17037864001
< 0.1%
17037828001
< 0.1%
17037792001
< 0.1%
17037756001
< 0.1%
17037720001
< 0.1%
17037684001
< 0.1%
17037648001
< 0.1%
17037612001
< 0.1%
17037576001
< 0.1%
17037540001
< 0.1%
Distinct1129
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size211.8 KiB
Minimum2020-11-25 00:00:00
Maximum2023-12-28 00:00:00
Invalid dates0
Invalid dates (%)0.0%
2025-11-18T16:38:26.277545image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:26.455307image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

LocalHour
Real number (ℝ)

High correlation  Zeros 

Distinct24
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.5
Minimum0
Maximum23
Zeros1128
Zeros (%)4.2%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:26.593453image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q16
median11.5
Q317
95-th percentile22
Maximum23
Range23
Interquartile range (IQR)11

Descriptive statistics

Standard deviation6.9213063
Coefficient of variation (CV)0.60185273
Kurtosis-1.2039462
Mean11.5
Median Absolute Deviation (MAD)5.5
Skewness0
Sum311535
Variance47.904482
MonotonicityNot monotonic
2025-11-18T16:38:26.713767image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
31129
 
4.2%
41129
 
4.2%
51129
 
4.2%
61129
 
4.2%
71129
 
4.2%
81129
 
4.2%
91129
 
4.2%
101129
 
4.2%
111129
 
4.2%
121129
 
4.2%
Other values (14)15800
58.3%
ValueCountFrequency (%)
01128
4.2%
11128
4.2%
21128
4.2%
31129
4.2%
41129
4.2%
51129
4.2%
61129
4.2%
71129
4.2%
81129
4.2%
91129
4.2%
ValueCountFrequency (%)
231128
4.2%
221128
4.2%
211128
4.2%
201129
4.2%
191129
4.2%
181129
4.2%
171129
4.2%
161129
4.2%
151129
4.2%
141129
4.2%

SineDay
Real number (ℝ)

High correlation  Zeros 

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00012173496
Minimum-1
Maximum1
Zeros2257
Zeros (%)8.3%
Negative12414
Negative (%)45.8%
Memory size211.8 KiB
2025-11-18T16:38:26.863975image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9659
Q1-0.7071
median0
Q30.7071
95-th percentile0.9659
Maximum1
Range2
Interquartile range (IQR)1.4142

Descriptive statistics

Standard deviation0.70711952
Coefficient of variation (CV)5808.6808
Kurtosis-1.5000922
Mean0.00012173496
Median Absolute Deviation (MAD)0.7071
Skewness-0.00030282363
Sum3.2978
Variance0.50001801
MonotonicityNot monotonic
2025-11-18T16:38:26.983024image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0.25882258
8.3%
0.52258
8.3%
0.70712258
8.3%
0.8662258
8.3%
0.96592258
8.3%
02257
8.3%
-0.25882257
8.3%
-0.52257
8.3%
-0.70712257
8.3%
-0.96592257
8.3%
Other values (3)4515
16.7%
ValueCountFrequency (%)
-11129
4.2%
-0.96592257
8.3%
-0.8662257
8.3%
-0.70712257
8.3%
-0.52257
8.3%
-0.25882257
8.3%
02257
8.3%
0.25882258
8.3%
0.52258
8.3%
0.70712258
8.3%
ValueCountFrequency (%)
11129
4.2%
0.96592258
8.3%
0.8662258
8.3%
0.70712258
8.3%
0.52258
8.3%
0.25882258
8.3%
02257
8.3%
-0.25882257
8.3%
-0.52257
8.3%
-0.70712257
8.3%

CosineDay
Real number (ℝ)

High correlation  Zeros 

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.00015864895
Minimum-1
Maximum1
Zeros2258
Zeros (%)8.3%
Negative12419
Negative (%)45.8%
Memory size211.8 KiB
2025-11-18T16:38:27.109316image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9659
Q1-0.7071
median-0
Q30.7071
95-th percentile0.9659
Maximum1
Range2
Interquartile range (IQR)1.4142

Descriptive statistics

Standard deviation0.70709341
Coefficient of variation (CV)-4456.9688
Kurtosis-1.5000183
Mean-0.00015864895
Median Absolute Deviation (MAD)0.7071
Skewness0.00035502034
Sum-4.2978
Variance0.49998108
MonotonicityNot monotonic
2025-11-18T16:38:27.234674image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
-0.8662258
8.3%
-0.70712258
8.3%
-0.52258
8.3%
-0.25882258
8.3%
02258
8.3%
-0.96592258
8.3%
0.25882257
8.3%
0.70712257
8.3%
0.8662257
8.3%
0.96592257
8.3%
Other values (3)4514
16.7%
ValueCountFrequency (%)
-11129
4.2%
-0.96592258
8.3%
-0.8662258
8.3%
-0.70712258
8.3%
-0.52258
8.3%
-0.25882258
8.3%
02258
8.3%
0.25882257
8.3%
0.52257
8.3%
0.70712257
8.3%
ValueCountFrequency (%)
11128
4.2%
0.96592257
8.3%
0.8662257
8.3%
0.70712257
8.3%
0.52257
8.3%
0.25882257
8.3%
02258
8.3%
-0.25882258
8.3%
-0.52258
8.3%
-0.70712258
8.3%

SineWeek
Real number (ℝ)

Zeros 

Distinct85
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00072044666
Minimum-1
Maximum1
Zeros323
Zeros (%)1.2%
Negative13369
Negative (%)49.4%
Memory size211.8 KiB
2025-11-18T16:38:27.391071image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9888
Q1-0.7071
median0
Q30.7071
95-th percentile0.9888
Maximum1
Range2
Interquartile range (IQR)1.4142

Descriptive statistics

Standard deviation0.70695669
Coefficient of variation (CV)981.27555
Kurtosis-1.4995906
Mean0.00072044666
Median Absolute Deviation (MAD)0.7071
Skewness-0.0018569248
Sum19.5169
Variance0.49978777
MonotonicityNot monotonic
2025-11-18T16:38:27.582266image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.9659323
 
1.2%
0.9556323
 
1.2%
0.9439323
 
1.2%
0.9309323
 
1.2%
0.9166323
 
1.2%
0.901323
 
1.2%
0.8841323
 
1.2%
0.866323
 
1.2%
0.8467323
 
1.2%
0.8262323
 
1.2%
Other values (75)23860
88.1%
ValueCountFrequency (%)
-1161
0.6%
-0.9993322
1.2%
-0.9972322
1.2%
-0.9937322
1.2%
-0.9888322
1.2%
-0.9826322
1.2%
-0.9749322
1.2%
-0.9659322
1.2%
-0.9556322
1.2%
-0.9439322
1.2%
ValueCountFrequency (%)
1161
0.6%
0.9993322
1.2%
0.9972322
1.2%
0.9937322
1.2%
0.9888322
1.2%
0.9826322
1.2%
0.9749322
1.2%
0.9659323
1.2%
0.9556323
1.2%
0.9439323
1.2%

CosineWeek
Real number (ℝ)

Zeros 

Distinct85
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0011956405
Minimum-1
Maximum1
Zeros322
Zeros (%)1.2%
Negative13405
Negative (%)49.5%
Memory size211.8 KiB
2025-11-18T16:38:27.974800image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9888
Q1-0.7071
median-0
Q30.7071
95-th percentile0.9888
Maximum1
Range2
Interquartile range (IQR)1.4142

Descriptive statistics

Standard deviation0.70728225
Coefficient of variation (CV)-591.55095
Kurtosis-1.5005092
Mean-0.0011956405
Median Absolute Deviation (MAD)0.7071
Skewness0.002555519
Sum-32.3899
Variance0.50024818
MonotonicityNot monotonic
2025-11-18T16:38:28.163208image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.9826324
 
1.2%
-0.9972324
 
1.2%
-0.9993324
 
1.2%
-0.9888324
 
1.2%
-0.9937324
 
1.2%
-0.9749324
 
1.2%
-0.4673323
 
1.2%
-0.4339323
 
1.2%
-0.532323
 
1.2%
-0.5633323
 
1.2%
Other values (75)23854
88.1%
ValueCountFrequency (%)
-1162
0.6%
-0.9993324
1.2%
-0.9972324
1.2%
-0.9937324
1.2%
-0.9888324
1.2%
-0.9826324
1.2%
-0.9749324
1.2%
-0.9659323
1.2%
-0.9556323
1.2%
-0.9439323
1.2%
ValueCountFrequency (%)
1161
0.6%
0.9993322
1.2%
0.9972322
1.2%
0.9937322
1.2%
0.9888322
1.2%
0.9826322
1.2%
0.9749322
1.2%
0.9659322
1.2%
0.9556322
1.2%
0.9439322
1.2%

SineMonth
Real number (ℝ)

Distinct1017
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0020020524
Minimum-1
Maximum1
Zeros74
Zeros (%)0.3%
Negative13541
Negative (%)50.0%
Memory size211.8 KiB
2025-11-18T16:38:28.352197image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9877
Q1-0.7071
median0
Q30.7071
95-th percentile0.9877
Maximum1
Range2
Interquartile range (IQR)1.4142

Descriptive statistics

Standard deviation0.70742046
Coefficient of variation (CV)-353.34762
Kurtosis-1.5016571
Mean-0.0020020524
Median Absolute Deviation (MAD)0.7071
Skewness0.0046353106
Sum-54.2356
Variance0.50044371
MonotonicityNot monotonic
2025-11-18T16:38:28.548969image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1111
 
0.4%
-1111
 
0.4%
-0.707175
 
0.3%
-0.86675
 
0.3%
074
 
0.3%
-0.258874
 
0.3%
0.965974
 
0.3%
-0.965974
 
0.3%
-0.574
 
0.3%
0.258874
 
0.3%
Other values (1007)26274
97.0%
ValueCountFrequency (%)
-1111
0.4%
-0.999944
 
0.2%
-0.999830
 
0.1%
-0.999768
0.3%
-0.99966
 
< 0.1%
-0.999468
0.3%
-0.99936
 
< 0.1%
-0.999144
 
0.2%
-0.99924
 
0.1%
-0.99896
 
< 0.1%
ValueCountFrequency (%)
1111
0.4%
0.999944
 
0.2%
0.999830
 
0.1%
0.999768
0.3%
0.99966
 
< 0.1%
0.999468
0.3%
0.99936
 
< 0.1%
0.999144
 
0.2%
0.99924
 
0.1%
0.99896
 
< 0.1%

CosineMonth
Real number (ℝ)

Distinct1017
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0013563123
Minimum-1
Maximum1
Zeros74
Zeros (%)0.3%
Negative13475
Negative (%)49.7%
Memory size211.8 KiB
2025-11-18T16:38:28.733920image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9877
Q1-0.7071
median0
Q30.7071
95-th percentile0.9877
Maximum1
Range2
Interquartile range (IQR)1.4142

Descriptive statistics

Standard deviation0.7068188
Coefficient of variation (CV)521.13279
Kurtosis-1.4999592
Mean0.0013563123
Median Absolute Deviation (MAD)0.7071
Skewness-0.0044056096
Sum36.7425
Variance0.49959282
MonotonicityNot monotonic
2025-11-18T16:38:28.906959image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1111
 
0.4%
-1111
 
0.4%
0.575
 
0.3%
0.707175
 
0.3%
0.86674
 
0.3%
-0.707174
 
0.3%
-0.86674
 
0.3%
-0.574
 
0.3%
0.965974
 
0.3%
-0.965974
 
0.3%
Other values (1007)26274
97.0%
ValueCountFrequency (%)
-1111
0.4%
-0.999944
 
0.2%
-0.999830
 
0.1%
-0.999768
0.3%
-0.99966
 
< 0.1%
-0.999468
0.3%
-0.99936
 
< 0.1%
-0.999144
 
0.2%
-0.99924
 
0.1%
-0.99896
 
< 0.1%
ValueCountFrequency (%)
1111
0.4%
0.999943
 
0.2%
0.999831
 
0.1%
0.999768
0.3%
0.99966
 
< 0.1%
0.999468
0.3%
0.99936
 
< 0.1%
0.999143
 
0.2%
0.99925
 
0.1%
0.99896
 
< 0.1%

SineYear
Real number (ℝ)

Distinct4935
Distinct (%)18.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0099747545
Minimum-1
Maximum1
Zeros6
Zeros (%)< 0.1%
Negative13947
Negative (%)51.5%
Memory size211.8 KiB
2025-11-18T16:38:29.078745image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9869
Q1-0.6897
median-0.0483
Q30.6897
95-th percentile0.9869
Maximum1
Range2
Interquartile range (IQR)1.3794

Descriptive statistics

Standard deviation0.69930248
Coefficient of variation (CV)-70.107237
Kurtosis-1.474154
Mean-0.0099747545
Median Absolute Deviation (MAD)0.6882
Skewness0.037441401
Sum-270.2161
Variance0.48902395
MonotonicityNot monotonic
2025-11-18T16:38:29.268074image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-181
 
0.3%
181
 
0.3%
-0.999966
 
0.2%
0.999966
 
0.2%
-0.999842
 
0.2%
0.999842
 
0.2%
-0.999730
 
0.1%
-0.999530
 
0.1%
-0.999630
 
0.1%
0.999730
 
0.1%
Other values (4925)26592
98.2%
ValueCountFrequency (%)
-181
0.3%
-0.999966
0.2%
-0.999842
0.2%
-0.999730
 
0.1%
-0.999630
 
0.1%
-0.999530
 
0.1%
-0.999424
 
0.1%
-0.999324
 
0.1%
-0.999218
 
0.1%
-0.999118
 
0.1%
ValueCountFrequency (%)
181
0.3%
0.999966
0.2%
0.999842
0.2%
0.999730
 
0.1%
0.999630
 
0.1%
0.999530
 
0.1%
0.999424
 
0.1%
0.999324
 
0.1%
0.999218
 
0.1%
0.999118
 
0.1%

CosineYear
Real number (ℝ)

High correlation 

Distinct4554
Distinct (%)16.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.027745253
Minimum-1
Maximum1
Zeros6
Zeros (%)< 0.1%
Negative13137
Negative (%)48.5%
Memory size211.8 KiB
2025-11-18T16:38:29.436069image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9869
Q1-0.6897
median0.0484
Q30.7564
95-th percentile0.989255
Maximum1
Range2
Interquartile range (IQR)1.4461

Descriptive statistics

Standard deviation0.71424194
Coefficient of variation (CV)25.742852
Kurtosis-1.5162375
Mean0.027745253
Median Absolute Deviation (MAD)0.7223
Skewness-0.050288789
Sum751.6189
Variance0.51014154
MonotonicityNot monotonic
2025-11-18T16:38:29.609574image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-181
 
0.3%
181
 
0.3%
-0.999966
 
0.2%
0.999966
 
0.2%
0.999842
 
0.2%
-0.999842
 
0.2%
0.999730
 
0.1%
-0.999530
 
0.1%
0.999630
 
0.1%
0.999530
 
0.1%
Other values (4544)26592
98.2%
ValueCountFrequency (%)
-181
0.3%
-0.999966
0.2%
-0.999842
0.2%
-0.999730
 
0.1%
-0.999630
 
0.1%
-0.999530
 
0.1%
-0.999424
 
0.1%
-0.999324
 
0.1%
-0.999218
 
0.1%
-0.999118
 
0.1%
ValueCountFrequency (%)
181
0.3%
0.999966
0.2%
0.999842
0.2%
0.999730
 
0.1%
0.999630
 
0.1%
0.999530
 
0.1%
0.999424
 
0.1%
0.999324
 
0.1%
0.999218
 
0.1%
0.999118
 
0.1%

Temperature
Real number (ℝ)

High correlation 

Distinct4341
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.0385482
Minimum-24.9
Maximum34.49
Zeros7
Zeros (%)< 0.1%
Negative5374
Negative (%)19.8%
Memory size211.8 KiB
2025-11-18T16:38:29.777393image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-24.9
5-th percentile-5.17
Q10.96
median8.27
Q316.65
95-th percentile25.52
Maximum34.49
Range59.39
Interquartile range (IQR)15.69

Descriptive statistics

Standard deviation9.8488754
Coefficient of variation (CV)1.0896524
Kurtosis-0.62533034
Mean9.0385482
Median Absolute Deviation (MAD)7.72
Skewness0.12451388
Sum244854.27
Variance97.000347
MonotonicityNot monotonic
2025-11-18T16:38:29.952209image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.3434
 
0.1%
1.5925
 
0.1%
0.0524
 
0.1%
1.4223
 
0.1%
0.2523
 
0.1%
0.3823
 
0.1%
-0.6522
 
0.1%
1.2222
 
0.1%
0.2621
 
0.1%
-0.0421
 
0.1%
Other values (4331)26852
99.1%
ValueCountFrequency (%)
-24.91
< 0.1%
-24.141
< 0.1%
-23.852
< 0.1%
-23.841
< 0.1%
-23.321
< 0.1%
-23.31
< 0.1%
-23.191
< 0.1%
-23.161
< 0.1%
-23.151
< 0.1%
-22.241
< 0.1%
ValueCountFrequency (%)
34.491
< 0.1%
34.441
< 0.1%
34.41
< 0.1%
34.322
< 0.1%
34.311
< 0.1%
34.31
< 0.1%
34.181
< 0.1%
34.132
< 0.1%
34.051
< 0.1%
33.961
< 0.1%

DewPoint
Real number (ℝ)

High correlation 

Distinct3617
Distinct (%)13.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.8613691
Minimum-47.02
Maximum24.22
Zeros16
Zeros (%)0.1%
Negative8379
Negative (%)30.9%
Memory size211.8 KiB
2025-11-18T16:38:30.113004image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-47.02
5-th percentile-7.5955
Q1-0.97
median4.56
Q311.64
95-th percentile17.62
Maximum24.22
Range71.24
Interquartile range (IQR)12.61

Descriptive statistics

Standard deviation8.1510199
Coefficient of variation (CV)1.6766922
Kurtosis0.77602808
Mean4.8613691
Median Absolute Deviation (MAD)6.13
Skewness-0.3357069
Sum131694.49
Variance66.439125
MonotonicityNot monotonic
2025-11-18T16:38:30.274982image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1731
 
0.1%
0.2430
 
0.1%
-0.0329
 
0.1%
-0.0829
 
0.1%
-0.5627
 
0.1%
-0.1327
 
0.1%
-0.0526
 
0.1%
-0.0425
 
0.1%
0.0125
 
0.1%
-1.2625
 
0.1%
Other values (3607)26816
99.0%
ValueCountFrequency (%)
-47.021
< 0.1%
-45.731
< 0.1%
-45.681
< 0.1%
-45.311
< 0.1%
-45.271
< 0.1%
-45.041
< 0.1%
-44.741
< 0.1%
-44.681
< 0.1%
-44.451
< 0.1%
-44.411
< 0.1%
ValueCountFrequency (%)
24.221
< 0.1%
23.071
< 0.1%
22.951
< 0.1%
22.911
< 0.1%
22.841
< 0.1%
22.791
< 0.1%
22.41
< 0.1%
22.261
< 0.1%
22.21
< 0.1%
22.151
< 0.1%

Pressure
Real number (ℝ)

Distinct65
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1016.0399
Minimum984
Maximum1048
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:30.434642image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum984
5-th percentile1002
Q11011
median1016
Q31022
95-th percentile1031
Maximum1048
Range64
Interquartile range (IQR)11

Descriptive statistics

Standard deviation8.8178851
Coefficient of variation (CV)0.00867868
Kurtosis0.49263038
Mean1016.0399
Median Absolute Deviation (MAD)6
Skewness0.0040389603
Sum27524521
Variance77.755099
MonotonicityNot monotonic
2025-11-18T16:38:30.598246image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10151431
 
5.3%
10131401
 
5.2%
10171372
 
5.1%
10141329
 
4.9%
10161299
 
4.8%
10181263
 
4.7%
10121251
 
4.6%
10191140
 
4.2%
10111047
 
3.9%
10201019
 
3.8%
Other values (55)14538
53.7%
ValueCountFrequency (%)
9843
 
< 0.1%
98521
 
0.1%
98612
 
< 0.1%
98710
 
< 0.1%
98818
 
0.1%
98918
 
0.1%
99029
0.1%
99145
0.2%
99242
0.2%
99353
0.2%
ValueCountFrequency (%)
10483
 
< 0.1%
104710
 
< 0.1%
104611
 
< 0.1%
104528
0.1%
104430
0.1%
104318
 
0.1%
104215
 
0.1%
104112
 
< 0.1%
104042
0.2%
103951
0.2%

Humidity
Real number (ℝ)

High correlation 

Distinct79
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean77.619158
Minimum1
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:30.785120image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile43
Q168
median83
Q390
95-th percentile97
Maximum100
Range99
Interquartile range (IQR)22

Descriptive statistics

Standard deviation16.752134
Coefficient of variation (CV)0.21582473
Kurtosis0.35084334
Mean77.619158
Median Absolute Deviation (MAD)9
Skewness-1.0008986
Sum2102703
Variance280.63398
MonotonicityNot monotonic
2025-11-18T16:38:30.948044image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
911104
 
4.1%
901103
 
4.1%
891002
 
3.7%
92980
 
3.6%
88939
 
3.5%
87904
 
3.3%
85838
 
3.1%
93831
 
3.1%
86814
 
3.0%
94781
 
2.9%
Other values (69)17794
65.7%
ValueCountFrequency (%)
132
0.1%
221
 
< 0.1%
243
 
< 0.1%
256
 
< 0.1%
265
 
< 0.1%
274
 
< 0.1%
2812
 
< 0.1%
2918
0.1%
3027
0.1%
3129
0.1%
ValueCountFrequency (%)
100216
 
0.8%
99563
2.1%
98485
1.8%
97489
1.8%
96517
1.9%
95598
2.2%
94781
2.9%
93831
3.1%
92980
3.6%
911104
4.1%

WindSpeed
Real number (ℝ)

Distinct842
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3174511
Minimum0.04
Maximum13.03
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:31.113527image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0.04
5-th percentile0.45
Q10.89
median2.1
Q33.4
95-th percentile5.35
Maximum13.03
Range12.99
Interquartile range (IQR)2.51

Descriptive statistics

Standard deviation1.6593427
Coefficient of variation (CV)0.71602059
Kurtosis0.4304981
Mean2.3174511
Median Absolute Deviation (MAD)1.21
Skewness0.83940657
Sum62779.75
Variance2.7534182
MonotonicityNot monotonic
2025-11-18T16:38:31.288539image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.455399
 
19.9%
0.892792
 
10.3%
1.34617
 
2.3%
1.79162
 
0.6%
1.9983
 
0.3%
2.1277
 
0.3%
1.8974
 
0.3%
2.2473
 
0.3%
2.2173
 
0.3%
2.2570
 
0.3%
Other values (832)17670
65.2%
ValueCountFrequency (%)
0.041
 
< 0.1%
0.071
 
< 0.1%
0.093
< 0.1%
0.11
 
< 0.1%
0.111
 
< 0.1%
0.132
< 0.1%
0.141
 
< 0.1%
0.151
 
< 0.1%
0.161
 
< 0.1%
0.171
 
< 0.1%
ValueCountFrequency (%)
13.031
< 0.1%
11.011
< 0.1%
10.571
< 0.1%
10.31
< 0.1%
10.161
< 0.1%
10.131
< 0.1%
9.891
< 0.1%
9.861
< 0.1%
9.781
< 0.1%
9.621
< 0.1%

WindSine
Real number (ℝ)

High correlation 

Distinct181
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.096870975
Minimum-1
Maximum1
Zeros135
Zeros (%)0.5%
Negative15159
Negative (%)56.0%
Memory size211.8 KiB
2025-11-18T16:38:31.488117image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9903
Q1-0.7771
median-0.2079
Q30.6018
95-th percentile0.980025
Maximum1
Range2
Interquartile range (IQR)1.3789

Descriptive statistics

Standard deviation0.6998034
Coefficient of variation (CV)-7.2240772
Kurtosis-1.4556058
Mean-0.096870975
Median Absolute Deviation (MAD)0.6493
Skewness0.20797311
Sum-2624.2347
Variance0.48972479
MonotonicityNot monotonic
2025-11-18T16:38:31.667283image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.5224
 
0.8%
-0.9744202
 
0.7%
-0.9397200
 
0.7%
-0.7431199
 
0.7%
-0.9848199
 
0.7%
-0.6947199
 
0.7%
-0.9135197
 
0.7%
-0.682197
 
0.7%
-0.9063196
 
0.7%
-0.891195
 
0.7%
Other values (171)25082
92.6%
ValueCountFrequency (%)
-188
0.3%
-0.9998180
0.7%
-0.9994161
0.6%
-0.9986160
0.6%
-0.9976165
0.6%
-0.9962162
0.6%
-0.9945187
0.7%
-0.9925173
0.6%
-0.9903191
0.7%
-0.9877150
0.6%
ValueCountFrequency (%)
157
0.2%
0.9998128
0.5%
0.9994134
0.5%
0.9986118
0.4%
0.9976106
0.4%
0.9962104
0.4%
0.9945123
0.5%
0.9925116
0.4%
0.9903124
0.5%
0.9877116
0.4%

WindCosine
Real number (ℝ)

Distinct181
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0080236951
Minimum-1
Maximum1
Zeros145
Zeros (%)0.5%
Negative13392
Negative (%)49.4%
Memory size211.8 KiB
2025-11-18T16:38:31.847718image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum-1
5-th percentile-0.9848
Q1-0.6947
median0.0175
Q30.7193
95-th percentile0.9848
Maximum1
Range2
Interquartile range (IQR)1.414

Descriptive statistics

Standard deviation0.70770744
Coefficient of variation (CV)88.202185
Kurtosis-1.516422
Mean0.0080236951
Median Absolute Deviation (MAD)0.7122
Skewness-0.0096556756
Sum217.3619
Variance0.50084981
MonotonicityNot monotonic
2025-11-18T16:38:32.032354image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.866193
 
0.7%
0.7771182
 
0.7%
-0.766177
 
0.7%
0.7314177
 
0.7%
-0.6691177
 
0.7%
-0.6561176
 
0.6%
-0.788176
 
0.6%
0.9205176
 
0.6%
0.9659175
 
0.6%
0.9925175
 
0.6%
Other values (171)25306
93.4%
ValueCountFrequency (%)
-158
 
0.2%
-0.9998144
0.5%
-0.9994127
0.5%
-0.9986118
0.4%
-0.9976141
0.5%
-0.9962136
0.5%
-0.9945152
0.6%
-0.9925132
0.5%
-0.9903169
0.6%
-0.9877132
0.5%
ValueCountFrequency (%)
177
0.3%
0.9998145
0.5%
0.9994128
0.5%
0.9986126
0.5%
0.9976128
0.5%
0.9962139
0.5%
0.9945140
0.5%
0.9925175
0.6%
0.9903154
0.6%
0.9877122
0.5%

WindAngle
Real number (ℝ)

High correlation 

Distinct361
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean193.40724
Minimum0
Maximum360
Zeros48
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:32.236755image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile20
Q1108
median204
Q3283
95-th percentile343
Maximum360
Range360
Interquartile range (IQR)175

Descriptive statistics

Standard deviation103.50665
Coefficient of variation (CV)0.53517466
Kurtosis-1.1498045
Mean193.40724
Median Absolute Deviation (MAD)86
Skewness-0.20462717
Sum5239402
Variance10713.627
MonotonicityNot monotonic
2025-11-18T16:38:32.420457image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
330132
 
0.5%
316112
 
0.4%
325111
 
0.4%
321109
 
0.4%
257108
 
0.4%
339105
 
0.4%
333105
 
0.4%
309105
 
0.4%
312104
 
0.4%
337104
 
0.4%
Other values (351)25995
96.0%
ValueCountFrequency (%)
048
0.2%
170
0.3%
261
0.2%
360
0.2%
460
0.2%
573
0.3%
667
0.2%
779
0.3%
877
0.3%
958
0.2%
ValueCountFrequency (%)
36029
 
0.1%
35975
0.3%
35867
0.2%
35766
0.2%
35668
0.3%
35566
0.2%
35473
0.3%
35396
0.4%
35277
0.3%
35164
0.2%

CloudLevel
Real number (ℝ)

High correlation  Zeros 

Distinct101
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean66.840052
Minimum0
Maximum100
Zeros2061
Zeros (%)7.6%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:32.609495image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q132
median88
Q3100
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)68

Descriptive statistics

Standard deviation37.670466
Coefficient of variation (CV)0.56359122
Kurtosis-1.1501181
Mean66.840052
Median Absolute Deviation (MAD)12
Skewness-0.69039203
Sum1810697
Variance1419.064
MonotonicityNot monotonic
2025-11-18T16:38:32.781671image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1007921
29.2%
02061
 
7.6%
991297
 
4.8%
98903
 
3.3%
97618
 
2.3%
96471
 
1.7%
95410
 
1.5%
94383
 
1.4%
1359
 
1.3%
93350
 
1.3%
Other values (91)12317
45.5%
ValueCountFrequency (%)
02061
7.6%
1359
 
1.3%
2318
 
1.2%
3264
 
1.0%
4204
 
0.8%
5185
 
0.7%
6209
 
0.8%
7139
 
0.5%
8140
 
0.5%
9144
 
0.5%
ValueCountFrequency (%)
1007921
29.2%
991297
 
4.8%
98903
 
3.3%
97618
 
2.3%
96471
 
1.7%
95410
 
1.5%
94383
 
1.4%
93350
 
1.3%
92267
 
1.0%
91286
 
1.1%

WeatherType
Categorical

High correlation 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
Clouds
18632 
Clear
4145 
Rain
3201 
Snow
 
1112

Length

Max length6
Median length6
Mean length5.5285714
Min length4

Characters and Unicode

Total characters149769
Distinct characters14
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowClouds
2nd rowClouds
3rd rowClouds
4th rowClouds
5th rowClouds

Common Values

ValueCountFrequency (%)
Clouds18632
68.8%
Clear4145
 
15.3%
Rain3201
 
11.8%
Snow1112
 
4.1%

Length

2025-11-18T16:38:32.949351image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2025-11-18T16:38:33.063664image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
ValueCountFrequency (%)
clouds18632
68.8%
clear4145
 
15.3%
rain3201
 
11.8%
snow1112
 
4.1%

Most occurring characters

ValueCountFrequency (%)
C22777
15.2%
l22777
15.2%
o19744
13.2%
u18632
12.4%
d18632
12.4%
s18632
12.4%
a7346
 
4.9%
n4313
 
2.9%
r4145
 
2.8%
e4145
 
2.8%
Other values (4)8626
 
5.8%

Most occurring categories

ValueCountFrequency (%)
(unknown)149769
100.0%

Most frequent character per category

(unknown)
ValueCountFrequency (%)
C22777
15.2%
l22777
15.2%
o19744
13.2%
u18632
12.4%
d18632
12.4%
s18632
12.4%
a7346
 
4.9%
n4313
 
2.9%
r4145
 
2.8%
e4145
 
2.8%
Other values (4)8626
 
5.8%

Most occurring scripts

ValueCountFrequency (%)
(unknown)149769
100.0%

Most frequent character per script

(unknown)
ValueCountFrequency (%)
C22777
15.2%
l22777
15.2%
o19744
13.2%
u18632
12.4%
d18632
12.4%
s18632
12.4%
a7346
 
4.9%
n4313
 
2.9%
r4145
 
2.8%
e4145
 
2.8%
Other values (4)8626
 
5.8%

Most occurring blocks

ValueCountFrequency (%)
(unknown)149769
100.0%

Most frequent character per block

(unknown)
ValueCountFrequency (%)
C22777
15.2%
l22777
15.2%
o19744
13.2%
u18632
12.4%
d18632
12.4%
s18632
12.4%
a7346
 
4.9%
n4313
 
2.9%
r4145
 
2.8%
e4145
 
2.8%
Other values (4)8626
 
5.8%

LevelCO
Real number (ℝ)

High correlation 

Distinct488
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean249.03842
Minimum143.53
Maximum734
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:33.190173image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum143.53
5-th percentile175.24
Q1208.62
median243.66
Q3280.38
95-th percentile337.12
Maximum734
Range590.47
Interquartile range (IQR)71.76

Descriptive statistics

Standard deviation54.728013
Coefficient of variation (CV)0.21975731
Kurtosis4.9769094
Mean249.03842
Median Absolute Deviation (MAD)36.71
Skewness1.3275788
Sum6746450.7
Variance2995.1554
MonotonicityNot monotonic
2025-11-18T16:38:33.344069image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
240.33758
 
2.8%
236.99720
 
2.7%
253.68720
 
2.7%
247700
 
2.6%
243.66700
 
2.6%
260.35697
 
2.6%
250.34695
 
2.6%
257.02679
 
2.5%
223.64668
 
2.5%
230.31663
 
2.4%
Other values (478)20090
74.2%
ValueCountFrequency (%)
143.531
 
< 0.1%
145.21
 
< 0.1%
146.871
 
< 0.1%
148.532
 
< 0.1%
148.542
 
< 0.1%
150.210
 
< 0.1%
151.8722
0.1%
153.5431
0.1%
155.2131
0.1%
156.8841
0.2%
ValueCountFrequency (%)
7342
< 0.1%
720.981
 
< 0.1%
7061
 
< 0.1%
7001
 
< 0.1%
680.922
< 0.1%
654.221
 
< 0.1%
640.872
< 0.1%
634.192
< 0.1%
627.523
< 0.1%
6261
 
< 0.1%

LevelNO
Real number (ℝ)

Zeros 

Distinct589
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5675677
Minimum0
Maximum203.5
Zeros6556
Zeros (%)24.2%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:33.508681image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.01
median0.11
Q30.45
95-th percentile6.03
Maximum203.5
Range203.5
Interquartile range (IQR)0.44

Descriptive statistics

Standard deviation7.1529389
Coefficient of variation (CV)4.5630812
Kurtosis165.32308
Mean1.5675677
Median Absolute Deviation (MAD)0.11
Skewness10.444845
Sum42465.41
Variance51.164536
MonotonicityNot monotonic
2025-11-18T16:38:33.692725image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06556
24.2%
0.012154
 
8.0%
0.021066
 
3.9%
0.03715
 
2.6%
0.04552
 
2.0%
0.05440
 
1.6%
0.06417
 
1.5%
0.07369
 
1.4%
0.13364
 
1.3%
0.14360
 
1.3%
Other values (579)14097
52.0%
ValueCountFrequency (%)
06556
24.2%
0.012154
 
8.0%
0.021066
 
3.9%
0.03715
 
2.6%
0.04552
 
2.0%
0.05440
 
1.6%
0.06417
 
1.5%
0.07369
 
1.4%
0.08355
 
1.3%
0.09359
 
1.3%
ValueCountFrequency (%)
203.51
< 0.1%
1982
< 0.1%
1821
< 0.1%
171.51
< 0.1%
144.51
< 0.1%
137.51
< 0.1%
126.961
< 0.1%
121.591
< 0.1%
118.021
< 0.1%
116.231
< 0.1%

LevelNO2
Real number (ℝ)

High correlation 

Distinct742
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.0260329
Minimum0.47
Maximum97.33
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:33.865517image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0.47
5-th percentile1.36
Q13.3
median6.08
Q310.985
95-th percentile27.42
Maximum97.33
Range96.86
Interquartile range (IQR)7.685

Descriptive statistics

Standard deviation9.3076422
Coefficient of variation (CV)1.0311997
Kurtosis12.225486
Mean9.0260329
Median Absolute Deviation (MAD)3.36
Skewness2.8695429
Sum244515.23
Variance86.632204
MonotonicityNot monotonic
2025-11-18T16:38:34.032948image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5.57197
 
0.7%
5.83194
 
0.7%
6.6185
 
0.7%
5.91176
 
0.6%
6173
 
0.6%
6.08173
 
0.6%
6.17170
 
0.6%
6.68161
 
0.6%
11.14161
 
0.6%
7.71159
 
0.6%
Other values (732)25341
93.5%
ValueCountFrequency (%)
0.471
 
< 0.1%
0.51
 
< 0.1%
0.522
< 0.1%
0.562
< 0.1%
0.571
 
< 0.1%
0.581
 
< 0.1%
0.591
 
< 0.1%
0.614
< 0.1%
0.624
< 0.1%
0.641
 
< 0.1%
ValueCountFrequency (%)
97.332
< 0.1%
95.961
 
< 0.1%
94.592
< 0.1%
93.224
< 0.1%
90.482
< 0.1%
87.741
 
< 0.1%
87.051
 
< 0.1%
86.373
< 0.1%
85.681
 
< 0.1%
84.312
< 0.1%

LevelO3
Real number (ℝ)

High correlation 

Distinct892
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49.211901
Minimum0
Maximum145.91
Zeros231
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:34.190297image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.49
Q131.47
median49.35
Q366.52
95-th percentile91.55
Maximum145.91
Range145.91
Interquartile range (IQR)35.05

Descriptive statistics

Standard deviation25.706463
Coefficient of variation (CV)0.52236274
Kurtosis-0.39346241
Mean49.211901
Median Absolute Deviation (MAD)17.52
Skewness0.08111526
Sum1333150.4
Variance660.82225
MonotonicityNot monotonic
2025-11-18T16:38:34.375423image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
46.49337
 
1.2%
59.37325
 
1.2%
57.22319
 
1.2%
49.35317
 
1.2%
47.21312
 
1.2%
48.64302
 
1.1%
60.08293
 
1.1%
58.65292
 
1.1%
50.07292
 
1.1%
50.78289
 
1.1%
Other values (882)24012
88.6%
ValueCountFrequency (%)
0231
0.9%
0.0182
 
0.3%
0.0237
 
0.1%
0.0330
 
0.1%
0.0415
 
0.1%
0.0520
 
0.1%
0.0613
 
< 0.1%
0.0717
 
0.1%
0.0812
 
< 0.1%
0.0917
 
0.1%
ValueCountFrequency (%)
145.911
 
< 0.1%
143.051
 
< 0.1%
138.761
 
< 0.1%
135.91
 
< 0.1%
134.471
 
< 0.1%
133.045
< 0.1%
131.613
< 0.1%
130.186
< 0.1%
128.755
< 0.1%
127.324
< 0.1%

LevelSO2
Real number (ℝ)

High correlation 

Distinct607
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.1228686
Minimum0.75
Maximum87.74
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:34.553761image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0.75
5-th percentile2.21
Q13.4
median4.83
Q37.21
95-th percentile14.726
Maximum87.74
Range86.99
Interquartile range (IQR)3.81

Descriptive statistics

Standard deviation4.6423535
Coefficient of variation (CV)0.7581991
Kurtosis24.06369
Mean6.1228686
Median Absolute Deviation (MAD)1.73
Skewness3.5570974
Sum165868.51
Variance21.551446
MonotonicityNot monotonic
2025-11-18T16:38:34.724267image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4.11301
 
1.1%
4.05297
 
1.1%
3.99296
 
1.1%
3.87292
 
1.1%
4.17288
 
1.1%
4.53287
 
1.1%
4.23284
 
1.0%
4.29282
 
1.0%
4.41273
 
1.0%
3.93261
 
1.0%
Other values (597)24229
89.4%
ValueCountFrequency (%)
0.751
< 0.1%
0.771
< 0.1%
0.841
< 0.1%
0.861
< 0.1%
0.891
< 0.1%
0.91
< 0.1%
0.911
< 0.1%
0.982
< 0.1%
1.012
< 0.1%
1.162
< 0.1%
ValueCountFrequency (%)
87.741
 
< 0.1%
78.21
 
< 0.1%
65.82
< 0.1%
61.991
 
< 0.1%
61.041
 
< 0.1%
59.61
 
< 0.1%
59.132
< 0.1%
58.651
 
< 0.1%
53.883
< 0.1%
53.411
 
< 0.1%

LevelNH3
Real number (ℝ)

Distinct484
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6458387
Minimum0
Maximum31.16
Zeros124
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:34.885273image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.34
Q10.7
median1.14
Q31.9
95-th percentile4.62
Maximum31.16
Range31.16
Interquartile range (IQR)1.2

Descriptive statistics

Standard deviation1.8287323
Coefficient of variation (CV)1.1111249
Kurtosis42.984245
Mean1.6458387
Median Absolute Deviation (MAD)0.52
Skewness5.0163913
Sum44585.77
Variance3.3442618
MonotonicityNot monotonic
2025-11-18T16:38:35.066300image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.63319
 
1.2%
0.59297
 
1.1%
0.97274
 
1.0%
0.78265
 
1.0%
0.82251
 
0.9%
0.7248
 
0.9%
1.01247
 
0.9%
0.55240
 
0.9%
0.74236
 
0.9%
0.66230
 
0.8%
Other values (474)24483
90.4%
ValueCountFrequency (%)
0124
0.5%
0.016
 
< 0.1%
0.025
 
< 0.1%
0.038
 
< 0.1%
0.047
 
< 0.1%
0.056
 
< 0.1%
0.0610
 
< 0.1%
0.076
 
< 0.1%
0.087
 
< 0.1%
0.098
 
< 0.1%
ValueCountFrequency (%)
31.161
< 0.1%
30.911
< 0.1%
30.651
< 0.1%
29.391
< 0.1%
29.131
< 0.1%
26.851
< 0.1%
26.61
< 0.1%
26.352
< 0.1%
25.591
< 0.1%
25.081
< 0.1%

LevelPM2
Real number (ℝ)

High correlation 

Distinct2374
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.8485552
Minimum0.5
Maximum81.67
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:35.228923image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0.5
5-th percentile0.89
Q12.46
median4.34
Q37.37
95-th percentile15.38
Maximum81.67
Range81.17
Interquartile range (IQR)4.91

Descriptive statistics

Standard deviation5.7538789
Coefficient of variation (CV)0.98381203
Kurtosis33.372101
Mean5.8485552
Median Absolute Deviation (MAD)2.235
Skewness4.2399556
Sum158437.36
Variance33.107123
MonotonicityNot monotonic
2025-11-18T16:38:35.410757image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5414
 
1.5%
2.0759
 
0.2%
2.0455
 
0.2%
2.1954
 
0.2%
2.4554
 
0.2%
3.3451
 
0.2%
3.6651
 
0.2%
1.7751
 
0.2%
2.5251
 
0.2%
1.1851
 
0.2%
Other values (2364)26199
96.7%
ValueCountFrequency (%)
0.5414
1.5%
0.5123
 
0.1%
0.5221
 
0.1%
0.5318
 
0.1%
0.5412
 
< 0.1%
0.5516
 
0.1%
0.5629
 
0.1%
0.5724
 
0.1%
0.5818
 
0.1%
0.5912
 
< 0.1%
ValueCountFrequency (%)
81.671
< 0.1%
81.091
< 0.1%
80.081
< 0.1%
78.681
< 0.1%
76.991
< 0.1%
76.081
< 0.1%
74.741
< 0.1%
74.681
< 0.1%
74.61
< 0.1%
74.551
< 0.1%

LevelPM10
Real number (ℝ)

High correlation 

Distinct2712
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.1212591
Minimum0.56
Maximum122.73
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size211.8 KiB
2025-11-18T16:38:35.585440image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0.56
5-th percentile1.19
Q13.08
median5.27
Q38.81
95-th percentile18.36
Maximum122.73
Range122.17
Interquartile range (IQR)5.73

Descriptive statistics

Standard deviation7.1712266
Coefficient of variation (CV)1.0070167
Kurtosis38.176097
Mean7.1212591
Median Absolute Deviation (MAD)2.6
Skewness4.5951961
Sum192914.91
Variance51.426491
MonotonicityNot monotonic
2025-11-18T16:38:35.770339image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.3145
 
0.2%
3.9544
 
0.2%
4.5843
 
0.2%
2.1743
 
0.2%
3.8143
 
0.2%
3.2242
 
0.2%
2.6842
 
0.2%
3.1742
 
0.2%
3.6141
 
0.2%
3.2341
 
0.2%
Other values (2702)26664
98.4%
ValueCountFrequency (%)
0.561
 
< 0.1%
0.574
 
< 0.1%
0.584
 
< 0.1%
0.596
 
< 0.1%
0.611
 
< 0.1%
0.6120
0.1%
0.6224
0.1%
0.6331
0.1%
0.6423
0.1%
0.6521
0.1%
ValueCountFrequency (%)
122.731
< 0.1%
121.161
< 0.1%
120.371
< 0.1%
115.771
< 0.1%
114.061
< 0.1%
97.921
< 0.1%
95.011
< 0.1%
94.471
< 0.1%
91.732
< 0.1%
87.711
< 0.1%

AirQuality
Categorical

High correlation  Imbalance 

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.3 MiB
1
18129 
2
8044 
3
 
625
4
 
225
5
 
67

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters27090
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
118129
66.9%
28044
29.7%
3625
 
2.3%
4225
 
0.8%
567
 
0.2%

Length

2025-11-18T16:38:35.952006image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2025-11-18T16:38:36.052967image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
ValueCountFrequency (%)
118129
66.9%
28044
29.7%
3625
 
2.3%
4225
 
0.8%
567
 
0.2%

Most occurring characters

ValueCountFrequency (%)
118129
66.9%
28044
29.7%
3625
 
2.3%
4225
 
0.8%
567
 
0.2%

Most occurring categories

ValueCountFrequency (%)
(unknown)27090
100.0%

Most frequent character per category

(unknown)
ValueCountFrequency (%)
118129
66.9%
28044
29.7%
3625
 
2.3%
4225
 
0.8%
567
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
(unknown)27090
100.0%

Most frequent character per script

(unknown)
ValueCountFrequency (%)
118129
66.9%
28044
29.7%
3625
 
2.3%
4225
 
0.8%
567
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
(unknown)27090
100.0%

Most frequent character per block

(unknown)
ValueCountFrequency (%)
118129
66.9%
28044
29.7%
3625
 
2.3%
4225
 
0.8%
567
 
0.2%

dt
Date

Distinct27087
Distinct (%)> 99.9%
Missing0
Missing (%)0.0%
Memory size211.8 KiB
Minimum2020-11-25 03:00:00
Maximum2023-12-28 20:00:00
Invalid dates0
Invalid dates (%)0.0%
2025-11-18T16:38:36.201847image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:36.393776image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2025-11-18T16:38:21.357997image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:34.223571image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:37.994483image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:41.876004image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:46.423134image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:50.929559image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:55.087900image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:59.386517image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
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2025-11-18T16:37:08.065594image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
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2025-11-18T16:37:28.905089image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:32.985277image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:36.750628image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:41.124500image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:45.912596image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:50.231724image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:53.969134image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:57.783104image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:01.628523image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:05.459811image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:09.183521image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:12.933803image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:16.811691image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:20.680111image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:24.517381image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:37.461474image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:41.297820image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:45.842885image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:50.341665image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:54.484243image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:58.771126image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:03.233027image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:07.411770image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:11.670563image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:15.901695image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:20.866987image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:24.915691image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:29.057021image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:33.121398image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:36.917933image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:41.288328image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:46.069124image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:50.370250image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:54.113434image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:57.909037image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:01.782385image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:05.582609image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:09.325954image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:13.055777image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:16.936939image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:20.819607image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:24.641232image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:37.600308image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:41.423797image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:45.982882image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:50.480372image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:54.648137image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:58.914349image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:03.376043image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:07.552027image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:11.816031image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:16.266423image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:21.000058image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:25.065354image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:29.219628image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:33.261037image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:37.057489image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:41.429791image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:46.264965image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:50.501485image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:54.224909image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:58.022033image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:02.098346image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:05.695858image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:09.449730image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:13.162692image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:17.053029image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:20.947433image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:24.776035image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:37.722112image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:41.559732image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:46.124722image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:50.629906image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:54.788737image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:59.075988image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:03.521757image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:07.698161image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:11.961508image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:16.706950image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:21.156196image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:25.235673image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:29.355865image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:33.388964image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:37.205595image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:41.567382image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:46.434945image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:50.634871image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:54.349730image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:58.144136image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:02.228544image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:05.813462image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:09.582303image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:13.282843image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:17.183090image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:21.078388image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:24.904736image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:37.861036image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:41.704279image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:46.277063image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:50.785379image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:54.934810image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:36:59.238056image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:03.676088image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:07.856713image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:12.113791image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:16.913262image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:21.304604image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:25.400859image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:29.499694image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:33.524239image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:37.354871image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:41.723738image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:46.606065image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:50.797266image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:54.479117image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:37:58.277527image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:02.373768image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:05.960117image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:09.726343image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:13.404029image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:17.313947image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-18T16:38:21.225407image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Correlations

2025-11-18T16:38:36.793178image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
AirQualityCloudLevelCosineDayCosineMonthCosineWeekCosineYearDewPointHumidityLevelCOLevelNH3LevelNOLevelNO2LevelO3LevelPM10LevelPM2LevelSO2LocalHourPressureSineDaySineMonthSineWeekSineYearTemperatureUtcTimeWeatherTypeWindAngleWindCosineWindSineWindSpeed
AirQuality1.0000.0510.1100.0460.0830.1180.0510.2060.2980.1420.2430.1830.3660.6100.7080.1460.1090.0780.0390.0470.0220.1200.1410.1910.0710.0640.0520.0530.039
CloudLevel0.0511.000-0.053-0.003-0.0350.366-0.2080.4000.160-0.249-0.0830.072-0.119-0.070-0.0530.118-0.002-0.2080.0380.0150.0110.044-0.311-0.0100.595-0.013-0.0490.007-0.136
CosineDay0.110-0.0531.0000.0000.021-0.000-0.0500.4030.0220.107-0.4940.152-0.3650.0990.085-0.268-0.5690.0150.0000.0000.0000.000-0.202-0.0000.0550.016-0.020-0.031-0.003
CosineMonth0.046-0.0030.0001.000-0.002-0.0010.0280.0090.006-0.0200.0020.000-0.019-0.032-0.037-0.012-0.000-0.0640.000-0.0020.001-0.0040.025-0.0160.044-0.023-0.051-0.010-0.001
CosineWeek0.083-0.0350.021-0.0021.000-0.002-0.024-0.014-0.0440.006-0.033-0.0760.010-0.088-0.086-0.091-0.0120.036-0.0000.002-0.0010.001-0.0160.0020.0430.0100.0420.002-0.026
CosineYear0.1180.366-0.000-0.001-0.0021.000-0.7920.4780.655-0.061-0.0080.427-0.2450.0740.0570.3080.0000.1350.000-0.0080.002-0.013-0.845-0.0840.2040.047-0.168-0.116-0.104
DewPoint0.051-0.208-0.0500.028-0.024-0.7921.000-0.221-0.608-0.2240.021-0.3690.0640.0600.085-0.3000.038-0.288-0.010-0.062-0.036-0.3150.9300.1610.180-0.0550.0400.1020.043
Humidity0.2060.4000.4030.009-0.0140.478-0.2211.0000.310-0.262-0.1270.374-0.6070.1640.1660.060-0.281-0.0860.105-0.013-0.016-0.147-0.520-0.1080.1890.027-0.074-0.043-0.160
LevelCO0.2980.1600.0220.006-0.0440.655-0.6080.3101.0000.2610.2360.614-0.3700.3090.2900.4130.0420.187-0.025-0.0140.0060.063-0.636-0.1570.0940.062-0.071-0.109-0.106
LevelNH30.142-0.2490.107-0.0200.006-0.061-0.224-0.2620.2611.0000.1870.390-0.0450.2990.2550.3450.0180.259-0.050-0.0000.0790.276-0.143-0.0410.0700.0010.0720.0140.004
LevelNO0.243-0.083-0.4940.002-0.033-0.0080.021-0.1270.2360.1871.0000.337-0.2750.3080.2920.4030.1780.1300.260-0.0170.010-0.0320.080-0.0340.009-0.0020.0070.014-0.063
LevelNO20.1830.0720.1520.000-0.0760.427-0.3690.3740.6140.3900.3371.000-0.6890.5170.4650.5140.1230.222-0.159-0.0150.0540.010-0.463-0.0780.0670.015-0.069-0.034-0.158
LevelO30.366-0.119-0.365-0.0190.010-0.2450.064-0.607-0.370-0.045-0.275-0.6891.000-0.372-0.340-0.1430.183-0.076-0.0520.015-0.0030.2590.2760.0390.084-0.0280.0580.0360.132
LevelPM100.610-0.0700.099-0.032-0.0880.0740.0600.1640.3090.2990.3080.517-0.3721.0000.9900.378-0.0440.1890.053-0.052-0.013-0.009-0.011-0.0690.057-0.097-0.1720.128-0.074
LevelPM20.708-0.0530.085-0.037-0.0860.0570.0850.1660.2900.2550.2920.465-0.3400.9901.0000.364-0.0480.1660.065-0.046-0.028-0.0000.011-0.0700.057-0.091-0.1500.121-0.072
LevelSO20.1460.118-0.268-0.012-0.0910.308-0.3000.0600.4130.3450.4030.514-0.1430.3780.3641.0000.2080.2370.0520.0350.1370.065-0.289-0.1090.0510.0010.0290.055-0.157
LocalHour0.109-0.002-0.569-0.000-0.0120.0000.038-0.2810.0420.0180.1780.1230.183-0.044-0.0480.2081.000-0.016-0.5500.0000.0110.0000.1360.0000.055-0.0230.0240.035-0.026
Pressure0.078-0.2080.015-0.0640.0360.135-0.288-0.0860.1870.2590.1300.222-0.0760.1890.1660.237-0.0161.0000.0200.1430.022-0.064-0.217-0.0600.207-0.0620.1390.129-0.017
SineDay0.0390.0380.0000.000-0.0000.000-0.0100.105-0.025-0.0500.260-0.159-0.0520.0530.0650.052-0.5500.0201.000-0.001-0.020-0.000-0.044-0.0000.0190.011-0.024-0.0180.009
SineMonth0.0470.0150.000-0.0020.002-0.008-0.062-0.013-0.014-0.000-0.017-0.0150.015-0.052-0.0460.0350.0000.143-0.0011.000-0.001-0.001-0.043-0.0120.044-0.0370.0260.074-0.028
SineWeek0.0220.0110.0000.001-0.0010.002-0.036-0.0160.0060.0790.0100.054-0.003-0.013-0.0280.1370.0110.022-0.020-0.0011.0000.000-0.0280.0030.024-0.0140.0050.0070.017
SineYear0.1200.0440.000-0.0040.001-0.013-0.315-0.1470.0630.276-0.0320.0100.259-0.009-0.0000.0650.000-0.064-0.000-0.0010.0001.000-0.219-0.2200.122-0.0110.102-0.021-0.005
Temperature0.141-0.311-0.2020.025-0.016-0.8450.930-0.520-0.636-0.1430.080-0.4630.276-0.0110.011-0.2890.136-0.217-0.044-0.043-0.028-0.2191.0000.1680.197-0.0570.0570.1040.090
UtcTime0.191-0.010-0.000-0.0160.002-0.0840.161-0.108-0.157-0.041-0.034-0.0780.039-0.069-0.070-0.1090.000-0.060-0.000-0.0120.003-0.2200.1681.0000.162-0.039-0.0070.0220.019
WeatherType0.0710.5950.0550.0440.0430.2040.1800.1890.0940.0700.0090.0670.0840.0570.0570.0510.0550.2070.0190.0440.0240.1220.1970.1621.0000.0370.0340.0320.116
WindAngle0.064-0.0130.016-0.0230.0100.047-0.0550.0270.0620.001-0.0020.015-0.028-0.097-0.0910.001-0.023-0.0620.011-0.037-0.014-0.011-0.057-0.0390.0371.0000.147-0.7290.147
WindCosine0.052-0.049-0.020-0.0510.042-0.1680.040-0.074-0.0710.0720.007-0.0690.058-0.172-0.1500.0290.0240.139-0.0240.0260.0050.1020.057-0.0070.0340.1471.000-0.0190.046
WindSine0.0530.007-0.031-0.0100.002-0.1160.102-0.043-0.1090.0140.014-0.0340.0360.1280.1210.0550.0350.129-0.0180.0740.007-0.0210.1040.0220.032-0.729-0.0191.000-0.148
WindSpeed0.039-0.136-0.003-0.001-0.026-0.1040.043-0.160-0.1060.004-0.063-0.1580.132-0.074-0.072-0.157-0.026-0.0170.009-0.0280.017-0.0050.0900.0190.1160.1470.046-0.1481.000

Missing values

2025-11-18T16:38:25.159096image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
A simple visualization of nullity by column.
2025-11-18T16:38:25.513972image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

UtcTimeLocalDateLocalHourSineDayCosineDaySineWeekCosineWeekSineMonthCosineMonthSineYearCosineYearTemperatureDewPointPressureHumidityWindSpeedWindSineWindCosineWindAngleCloudLevelWeatherTypeLevelCOLevelNOLevelNO2LevelO3LevelSO2LevelNH3LevelPM2LevelPM10AirQualitydt
016062660002020-11-2530.25880.96590.9659-0.2588-0.94830.3173-0.59280.80543.291.011022854.38-0.99030.139227899Clouds223.640.004.2449.353.460.463.185.0812020-11-25 03:00:00
116062696002020-11-2540.50000.86600.9556-0.2948-0.94550.3256-0.59220.80583.241.131021864.23-0.99450.1045276100Clouds226.970.004.3348.643.730.473.104.8912020-11-25 04:00:00
216062732002020-11-2550.70710.70710.9439-0.3303-0.94260.3338-0.59160.80623.431.791021894.09-0.99620.0872275100Clouds230.310.004.8046.494.050.453.725.5012020-11-25 05:00:00
316062768002020-11-2560.86600.50000.9309-0.3653-0.93970.3420-0.59100.80673.561.761021880.45-0.6561-0.7547221100Clouds233.650.015.8343.634.590.484.496.3312020-11-25 06:00:00
416062804002020-11-2570.96590.25880.9166-0.3999-0.93670.3502-0.59040.80713.761.961021884.10-0.99760.0698274100Clouds243.660.028.8239.345.250.555.247.2212020-11-25 07:00:00
516062840002020-11-2581.00000.00000.9010-0.4339-0.93360.3584-0.58990.80753.711.751021874.44-0.99760.0698274100Clouds250.340.0411.4836.485.840.595.978.0412020-11-25 08:00:00
616062876002020-11-2590.9659-0.25880.8841-0.4673-0.93040.3665-0.58930.80793.771.811021874.78-0.99760.0698274100Clouds253.680.0811.8236.846.200.596.708.6612020-11-25 09:00:00
716062912002020-11-25100.8660-0.50000.8660-0.5000-0.92720.3746-0.58870.80835.392.911021840.89-0.81920.5736305100Clouds257.020.1610.5439.346.440.577.168.8712020-11-25 10:00:00
816062948002020-11-25110.7071-0.70710.8467-0.5320-0.92390.3827-0.58810.80885.472.821020830.45-0.3090-0.9511198100Clouds257.020.148.9142.206.260.577.168.5512020-11-25 11:00:00
916062984002020-11-25120.5000-0.86600.8262-0.5633-0.92050.3907-0.58760.80926.393.551020820.89-0.8290-0.5592236100Clouds253.680.058.0544.705.720.527.007.9412020-11-25 12:00:00
UtcTimeLocalDateLocalHourSineDayCosineDaySineWeekCosineWeekSineMonthCosineMonthSineYearCosineYearTemperatureDewPointPressureHumidityWindSpeedWindSineWindCosineWindAngleCloudLevelWeatherTypeLevelCOLevelNOLevelNO2LevelO3LevelSO2LevelNH3LevelPM2LevelPM10AirQualitydt
2708017037540002023-12-28110.7071-0.70710.1120-0.9937-0.67040.7420-0.06240.99811.59-1.311024803.66-0.9063-0.422624599Clouds280.380.4511.6538.987.750.934.386.2612023-12-28 11:00:00
2708117037576002023-12-28120.5000-0.86600.0747-0.9972-0.66410.7476-0.06160.99813.51-1.271023703.77-0.8910-0.454024398Clouds277.040.549.9440.777.450.914.406.2812023-12-28 12:00:00
2708217037612002023-12-28130.2588-0.96590.0374-0.9993-0.65780.7532-0.06090.99813.42-1.351022703.48-0.7547-0.656122998Clouds273.700.609.6041.137.450.934.566.5212023-12-28 13:00:00
2708317037648002023-12-28140.0000-1.00000.0000-1.0000-0.65140.7588-0.06020.99823.36-1.061021723.02-0.5150-0.857221194Clouds270.370.509.8541.137.450.984.726.8812023-12-28 14:00:00
2708417037684002023-12-2815-0.2588-0.9659-0.0374-0.9993-0.64490.7642-0.05950.99823.400.111020790.45-0.8910-0.454024386Clouds270.370.5410.2040.777.330.975.027.4312023-12-28 15:00:00
2708517037720002023-12-2816-0.5000-0.8660-0.0747-0.9972-0.63850.7697-0.05880.99832.35-0.211019830.450.1564-0.987717126Clouds273.700.1310.9738.985.900.775.628.1712023-12-28 16:00:00
2708617037756002023-12-2817-0.7071-0.7071-0.1120-0.9937-0.63190.7750-0.05810.99832.35-0.801019794.05-0.1219-0.992518715Clouds277.040.0411.1438.984.470.596.558.9312023-12-28 17:00:00
2708717037792002023-12-2818-0.8660-0.5000-0.1490-0.9888-0.62540.7803-0.05730.99842.320.381018874.27-0.3090-0.951119818Clouds280.380.0411.6539.343.610.586.438.4912023-12-28 18:00:00
2708817037828002023-12-2819-0.9659-0.2588-0.1859-0.9826-0.61880.7856-0.05660.99842.350.091018850.89-0.8480-0.529923869Clouds280.380.0411.8238.983.870.615.897.7012023-12-28 19:00:00
2708917037864002023-12-2820-1.0000-0.0000-0.2225-0.9749-0.61210.7908-0.05590.99842.04-1.071017794.76-0.5000-0.866021097Clouds277.040.0312.5139.344.890.625.196.7512023-12-28 20:00:00